A Semi-supervised Learning for Segmentation of Gigapixel Histopathology Images from Brain Tissues.
Zhengfeng LaiChao WangZin HuBrittany N. DuggerSen-Ching S. CheungChen-Nee ChuahPublished in: EMBC (2021)
Keyphrases
- semi supervised learning
- histopathology images
- brain tissue
- semi supervised
- unlabeled data
- labeled data
- segmentation algorithm
- automatic segmentation
- magnetic resonance images
- gray matter
- tissue segmentation
- brain atlas
- unsupervised learning
- image segmentation
- supervised learning
- machine learning
- training data
- segmentation method
- textured images
- active learning
- region growing
- level set
- medical images
- brain tumors
- fully automatic
- image analysis
- mri data
- white matter
- grey level
- mr images
- energy function
- multiscale
- similarity measure
- magnetic resonance
- pattern recognition
- input image
- learning algorithm